Machine learning-based computation offloading in edge and fog: a systematic review

S Taheri-abed, AM Eftekhari Moghadam… - Cluster Computing, 2023 - Springer
Abstract Today, Mobile Cloud Computing (MCC) alone can no longer respond to the
increasing volume of data and satisfy the necessary delays in real-time applications. In …

Qos-aware task offloading in fog environment using multi-agent deep reinforcement learning

V Jain, B Kumar - Journal of Network and Systems Management, 2023 - Springer
With the surge of intelligent devices, applications of Internet of Things (IoT) are growing at a
rapid pace. As a result, a massive amount of raw data is generated, which must be …

Joint optimization of service deployment and request routing for microservices in mobile edge computing

K Peng, L Wang, J He, C Cai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Microservices as an emerging architecture are creating new opportunities to enable superior
network services in Mobile Edge Computing (MEC). In the presence of huge amounts of …

Multi-Tree Genetic Programming Hyper-Heuristic for Dynamic Flexible Workflow Scheduling in Multi-Clouds

Z Sun, Y Mei, F Zhang, H Huang, C Gu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Multi-cloud is a promising paradigm due to its advantages such as avoiding vendor lock-in
and optimising costs. This paper focuses on dynamic flexible workflow scheduling with …

Beeflow: Behavior tree-based serverless workflow modeling and scheduling for resource-constrained edge clusters

K Luo, T Ouyang, Z Zhou, X Chen - Journal of Systems Architecture, 2023 - Elsevier
Serverless computing has gained popularity in edge computing due to its flexible features,
including the pay-per-use pricing model, auto-scaling capabilities, and multi-tenancy …

Cost Factor Focused Scheduling and Sequencing: A Neoteric Literature Review

P Bari, P Karande - … Research in Engineering Sciences: Theory and …, 2023 - oresta.org
The hastily emergent concern from researchers in the application of scheduling and
sequencing has urged the necessity for analysis of the latest research growth to construct a …

Enhanced Task Scheduling Mechanism in Logistics Based on Improvised Round Robin Technique

S Choudhary, K Suresh, M Sham - 2022 IEEE 2nd Mysore Sub …, 2022 - ieeexplore.ieee.org
Task mechanization gives the fundamental capacity to plan the executives tasks by utilizing
task scheduler in cloud computing. An important element of any cloud computing system is …

[PDF][PDF] Algorithmic model for cloud performance optimization using connection pooling technique

AK Tiwari, S Yadav - … .s3.ap-south-1.amazonaws.com
This study introduces an algorithmic framework aimed at boosting the efficiency of cloud
computing systems by employing connection pooling techniques. In the realm of cloud …